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  1. No Access

    Chapter and Conference Paper

    Effective Feature Preprocessing for Time Series Forecasting

    Time series forecasting is an important area in data mining research. Feature preprocessing techniques have significant influence on forecasting accuracy, therefore are essential in a forecasting model. Althou...

    Jun Hua Zhao, ZhaoYang Dong, Zhao Xu in Advanced Data Mining and Applications (2006)

  2. No Access

    Chapter and Conference Paper

    Online Rare Events Detection

    Rare events detection is regarded as an imbalanced classification problem, which attempts to detect the events with high impact but low probability. Rare events detection has many applications such as network ...

    Jun Hua Zhao, Xue Li, Zhao Yang Dong in Advances in Knowledge Discovery and Data Mining (2007)